{"id":"W2478947510","doi":"10.1038/ajg.2016.303","title":"A Rapid Bedside Screen to Predict Unplanned Hospitalization and Death in Outpatients With Cirrhosis: A Prospective Evaluation of the Clinical Frailty Scale","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Manitoba; University of Alberta","funders":"","keywords":"Medicine; Cirrhosis; Confidence interval; Odds ratio; Internal medicine; Ascites; Liver disease; Prospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002095103,0.0004795644,0.0004574358,0.0004673561,0.0002341327,0.0004465537,0.0002438449,0.0003942498,0.0009416514],"category_scores_gemma":[0.005364522,0.0002378189,0.0004634408,0.0003023409,0.0001766255,0.0004310489,0.0005151694,0.0005885212,0.0001907742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063334,"about_ca_system_score_gemma":0.0003631505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191258,"about_ca_topic_score_gemma":0.003290595,"domain_scores_codex":[0.9993225,0.0003461762,0.0000574168,0.00007663765,0.0001288765,0.00006839188],"domain_scores_gemma":[0.9971917,0.0009032391,0.0008637026,0.0001196127,0.0003385997,0.0005831499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008997148,0.0002067864,0.9953425,0.00001118659,0.00004635318,0.00002337556,0.00003373851,0.0000837043,0.0001312742,0.000005493807,0.00008655439,0.003129389],"study_design_scores_gemma":[0.0001156663,0.00251272,0.9955096,0.00001418392,0.00003924179,0.0001122016,0.0000576983,0.001461422,0.00006906452,0.00001139658,0.00009002473,0.000006834566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99923,0.0001783353,0.0001333198,0.00005427317,0.000008647658,0.00003286173,0.0001138816,0.000005060217,0.0002436006],"genre_scores_gemma":[0.9993637,0.0000597862,0.0002584093,0.00002506324,0.00001343375,0.00002143315,0.0001956082,0.000001163835,0.00006138473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002095103,"threshold_uncertainty_score":0.01108009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284395800398891,"score_gpt":0.3166573943867689,"score_spread":0.2882178143468798,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}